Andrew Pullin
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2016 | 22 | AA/A+PHI | 359 | .322/.364/.522 | 14 | 0 | 103 | — | .280/.314/.424 |
| 2017 | 23 | AAA/AAPHI | 550 | .272/.329/.488 | 20 | 5 | 84 | — | .234/.278/.399 |
| 2018 | 24 | AAAPHI | 125 | .171/.224/.291 | 2 | 1 | 11 | — | .143/.184/.252 |
Career Stats + Projections
Methodology▸ how these numbers are built
All seasons translated to park-neutral MLB-equivalent (MLE) and combined per year. 2027 = full-season projection (no games played yet). 2028+ via Advanced Marcel + aging curve.
| Year | Age | Lvl | Team | MLB% | PA | AB | H | 2B | 3B | HR | BB | SO | HBP | SB | CS | AVG | OBP | SLG | OPS | ISO | BABIP | K% | BB% | wOBA | wRC+ | BAT | RUN | FLD | POS | REP | WAR |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ▸ Career — actual stats, one row per stint (as recorded, no adjustments) | |||||||||||||||||||||||||||||||
| 2012 | 18 | ROK | GCL Phillies | — | 160 | 140 | 45 | 10 | 0 | 2 | 12 | 32 | 7 | 3 | 5 | 321 | 403 | 436 | 838 | 114 | 406 | 20 | 8 | 377 | 72 | — | — | — | — | — | — |
| 2014 | 20 | A | Lakewood BlueClaws | — | 544 | 492 | 133 | 18 | 3 | 9 | 41 | 95 | 6 | 6 | 7 | 270 | 334 | 374 | 708 | 104 | 317 | 17 | 8 | 318 | 69 | — | — | — | — | — | — |
| 2015 | 21 | A+ | Clearwater Threshers | — | 529 | 493 | 127 | 18 | 4 | 14 | 24 | 76 | 7 | 1 | 5 | 258 | 302 | 396 | 697 | 138 | 279 | 14 | 5 | 308 | 65 | — | — | — | — | — | — |
| 2016 | 22 | AA | Reading Fightin Phils | — | 206 | 188 | 65 | 10 | 0 | 10 | 13 | 36 | 3 | 0 | 0 | 346 | 397 | 559 | 956 | 213 | 382 | 17 | 6 | 416 | 114 | — | — | — | — | — | — |
| 2016 | 22 | A+ | Clearwater Threshers | — | 153 | 147 | 43 | 11 | 2 | 4 | 5 | 19 | 1 | 0 | 0 | 293 | 320 | 476 | 796 | 184 | 315 | 12 | 3 | 349 | 88 | — | — | — | — | — | — |
| 2017 | 23 | AAA | Lehigh Valley IronPigs | — | 254 | 238 | 55 | 21 | 2 | 6 | 13 | 50 | 3 | 3 | 1 | 231 | 280 | 412 | 691 | 181 | 269 | 20 | 5 | 305 | 58 | — | — | — | — | — | — |
| 2017 | 23 | AA | Reading Fightin Phils | — | 296 | 266 | 82 | 22 | 1 | 14 | 22 | 43 | 5 | 2 | 0 | 308 | 372 | 556 | 928 | 248 | 321 | 15 | 7 | 401 | 107 | — | — | — | — | — | — |
| 2018 | 24 | AAA | Lehigh Valley IronPigs | — | 125 | 117 | 20 | 6 | 1 | 2 | 8 | 41 | 0 | 1 | 0 | 171 | 224 | 291 | 515 | 120 | 243 | 33 | 6 | 232 | 11 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2012 | 18 | ROK MLE | GCL Phillies | — | 160 | 144 | 35 | 7 | 0 | 1 | 8 | 46 | 7 | 3 | 5 | 243 | 314 | 312 | 627 | 69 | 337 | 29 | 5 | 275 | 72 | — | — | — | — | — | — |
| 2014 | 20 | A MLE | Lakewood BlueClaws | — | 544 | 505 | 121 | 15 | 2 | 8 | 28 | 125 | 6 | 6 | 7 | 240 | 288 | 325 | 612 | 85 | 297 | 23 | 5 | 270 | 69 | — | — | — | — | — | — |
| 2015 | 21 | A+ MLE | Clearwater Threshers | — | 529 | 500 | 115 | 18 | 3 | 10 | 17 | 115 | 7 | 1 | 5 | 230 | 265 | 338 | 603 | 108 | 275 | 22 | 3 | 265 | 65 | — | — | — | — | — | — |
| 2016 | 22 | AA MLE | Reading Fightin Phils | — | 206 | 192 | 57 | 8 | 0 | 6 | 9 | 47 | 3 | 0 | 0 | 297 | 338 | 432 | 771 | 135 | 357 | 23 | 4 | 336 | 114 | — | — | — | — | — | — |
| 2016 | 22 | A+ MLE | Clearwater Threshers | — | 153 | 148 | 38 | 10 | 2 | 3 | 4 | 27 | 1 | 0 | 0 | 257 | 281 | 412 | 693 | 155 | 295 | 18 | 3 | 299 | 88 | — | — | — | — | — | — |
| 2017 | 23 | AAA MLE | Lehigh Valley IronPigs | — | 254 | 242 | 48 | 18 | 2 | 5 | 9 | 62 | 3 | 3 | 1 | 198 | 236 | 351 | 587 | 153 | 250 | 24 | 4 | 254 | 58 | — | — | — | — | — | — |
| 2017 | 23 | AA MLE | Reading Fightin Phils | — | 296 | 273 | 72 | 19 | 1 | 9 | 15 | 52 | 5 | 2 | 0 | 264 | 314 | 440 | 754 | 176 | 291 | 18 | 5 | 326 | 107 | — | — | — | — | — | — |
| 2018 | 24 | AAA MLE | Lehigh Valley IronPigs | — | 125 | 119 | 17 | 5 | 1 | 2 | 6 | 51 | 0 | 1 | 0 | 143 | 184 | 252 | 436 | 109 | 229 | 41 | 5 | 185 | 11 | — | — | — | — | — | — |
| 2012 | 18 | ROK MLE | GCL Phillies | — | 160 | 144 | 35 | 7 | 0 | 1 | 8 | 46 | 7 | 3 | 5 | 243 | 314 | 312 | 627 | 69 | 351 | 29 | 5 | 275 | 72 | — | — | — | — | — | — |
| 2012 | 18 | ROK RAW | GCL Phillies | — | 160 | 140 | 45 | 10 | 0 | 2 | 12 | 32 | 7 | 3 | 5 | 321 | 403 | 436 | 838 | 114 | 406 | 20 | 8 | 377 | 72 | — | — | — | — | — | — |
| 2014 | 20 | A MLE | Lakewood BlueClaws | — | 544 | 505 | 121 | 15 | 2 | 8 | 28 | 125 | 6 | 6 | 7 | 240 | 288 | 325 | 612 | 85 | 301 | 23 | 5 | 270 | 69 | — | — | — | — | — | — |
| 2014 | 20 | A RAW | Lakewood BlueClaws | — | 544 | 492 | 133 | 18 | 3 | 9 | 41 | 95 | 6 | 6 | 7 | 270 | 334 | 374 | 708 | 104 | 317 | 17 | 8 | 318 | 69 | — | — | — | — | — | — |
| 2015 | 21 | A+ MLE | Clearwater Threshers | — | 529 | 500 | 115 | 18 | 3 | 10 | 17 | 115 | 7 | 1 | 5 | 230 | 265 | 338 | 603 | 108 | 279 | 22 | 3 | 265 | 65 | — | — | — | — | — | — |
| 2015 | 21 | A+ RAW | Clearwater Threshers | — | 529 | 493 | 127 | 18 | 4 | 14 | 24 | 76 | 7 | 1 | 5 | 258 | 302 | 396 | 697 | 138 | 279 | 14 | 5 | 308 | 65 | — | — | — | — | — | — |
| 2016 | 22 | AA MLE | 2 teams | — | 359 | 340 | 96 | 19 | 2 | 10 | 13 | 74 | 4 | 0 | 0 | 282 | 317 | 438 | 755 | 156 | 333 | 21 | 4 | 320 | 103 | — | — | — | — | — | — |
| 2016 | 22 | AA RAW | 2 teams | — | 359 | 335 | 108 | 21 | 2 | 14 | 18 | 55 | 4 | 0 | 0 | 322 | 364 | 522 | 887 | 200 | 351 | 15 | 5 | 387 | 103 | — | — | — | — | — | — |
| 2017 | 23 | AA MLE | 2 teams | — | 550 | 516 | 122 | 38 | 3 | 14 | 23 | 114 | 8 | 5 | 1 | 236 | 280 | 403 | 683 | 167 | 276 | 21 | 4 | 293 | 84 | — | — | — | — | — | — |
| 2017 | 23 | AA RAW | 2 teams | — | 550 | 504 | 137 | 43 | 3 | 20 | 35 | 93 | 8 | 5 | 1 | 272 | 329 | 488 | 817 | 216 | 297 | 17 | 6 | 357 | 84 | — | — | — | — | — | — |
| 2018 | 24 | AAA MLE | Lehigh Valley IronPigs | — | 125 | 119 | 17 | 5 | 1 | 2 | 6 | 51 | 0 | 1 | 0 | 143 | 184 | 252 | 436 | 109 | 227 | 41 | 5 | 185 | 11 | — | — | — | — | — | — |
| 2018 | 24 | AAA RAW | Lehigh Valley IronPigs | — | 125 | 117 | 20 | 6 | 1 | 2 | 8 | 41 | 0 | 1 | 0 | 171 | 224 | 291 | 515 | 120 | 243 | 33 | 6 | 232 | 11 | — | — | — | — | — | — |
| 2012 | 18 | ROK MLE | GCL Phillies | — | 160 | 144 | 35 | 7 | 0 | 1 | 8 | 46 | 7 | 3 | 5 | 243 | 314 | 312 | 627 | 69 | 337 | 29 | 5 | 275 | 72 | — | — | — | — | — | — |
| 2014 | 20 | A MLE | Lakewood BlueClaws | — | 544 | 505 | 121 | 15 | 2 | 8 | 28 | 125 | 6 | 6 | 7 | 240 | 288 | 325 | 612 | 85 | 297 | 23 | 5 | 270 | 69 | — | — | — | — | — | — |
| 2015 | 21 | A+ MLE | Clearwater Threshers | — | 529 | 500 | 115 | 18 | 3 | 10 | 17 | 115 | 7 | 1 | 5 | 230 | 265 | 338 | 603 | 108 | 275 | 22 | 3 | 265 | 65 | — | — | — | — | — | — |
| 2016 | 22 | AA MLE | 2 teams | — | 359 | 339 | 96 | 19 | 2 | 10 | 13 | 74 | 4 | 0 | 0 | 283 | 317 | 440 | 756 | 156 | 331 | 21 | 4 | 320 | 103 | — | — | — | — | — | — |
| 2017 | 23 | AA MLE | 2 teams | — | 550 | 514 | 122 | 38 | 3 | 14 | 23 | 114 | 8 | 5 | 1 | 237 | 280 | 405 | 684 | 167 | 272 | 21 | 4 | 293 | 84 | — | — | — | — | — | — |
| 2018 | 24 | AAA MLE | Lehigh Valley IronPigs | — | 125 | 118 | 17 | 5 | 1 | 2 | 6 | 51 | 0 | 1 | 0 | 144 | 184 | 254 | 438 | 110 | 229 | 41 | 5 | 185 | 11 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 2267 | 2124 | 506 | 102 | 11 | 45 | 95 | 525 | 32 | 16 | 18 | 238 | 281 | 360 | 641 | 122 | 295 | 23 | 4 | 278 | 74 | -69 | -4 | +0 | -24 | +49 | -5.0 | |
| / 162G | — | MLE | — | 650 | 609 | 145 | 29 | 3 | 13 | 27 | 151 | 9 | 5 | 5 | 238 | 281 | 360 | 640 | 122 | 295 | 23 | 4 | 278 | 74 | -20 | -1 | +0 | -7 | +14 | -1.4 | |
How the minor-league lines were translated
One row per minor-league stint. Open a row to see each step: the raw rate, the park adjustment, the league/level factor, the age adjustment (hitters) and the resulting MLE rate. Factors are the same ones listed on the MLE Factors page.
2018 AAALehigh Valley IronPigs · 125 PAwOBA .226 → .185 (−41)K% 32.8% → 40.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 32.80% | ÷0.962 | ×1.200 | — | — | 40.90% |
| BB% (unintentional) /PA | 6.40% | ÷0.932 | ×0.690 | — | ×1.033 | 4.90% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×1.033 | 0.00% |
| Singles /BIP | 14.47% | ÷1.000 | ×0.930 | ×0.999 | ×1.033 | 13.89% |
| Doubles /BIP | 7.89% | ÷0.971 | ×0.830 | ×0.999 | ×1.033 | 6.96% |
| Triples /BIP | 1.32% | ÷0.900 | ×0.970 | ×0.999 | ×1.033 | 1.46% |
| Home runs /BIP | 2.63% | ÷0.954 | ×0.840 | — | ×1.033 | 2.39% |
Factors used: league row IL. Park (home-season share, regressed): HR 91, 1B 100, 2B 94, 3B 80, K 92, BB 86 — applied at half strength. Age: age 25 vs a level average of 27.2 → +3.3% on BB/HBP/hit rates (2.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.999.
Result: wOBA .226 → .185; ISO .120 → .099; BABIP .243 → .229. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2017 AAReading Fightin Phils · 296 PAwOBA .394 → .326 (−68)K% 14.5% → 17.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.53% | ÷1.012 | ×1.220 | — | — | 17.51% |
| BB% (unintentional) /PA | 7.43% | ÷1.045 | ×0.700 | — | ×1.012 | 5.04% |
| HBP% /PA | 1.69% | — | ×0.850 | — | ×1.012 | 1.45% |
| Singles /BIP | 20.18% | ÷1.013 | ×0.970 | ×0.986 | ×1.012 | 19.30% |
| Doubles /BIP | 9.87% | ÷0.986 | ×0.860 | ×0.986 | ×1.012 | 8.59% |
| Triples /BIP | 0.45% | ÷1.063 | ×0.950 | ×0.986 | ×1.012 | 0.40% |
| Home runs /BIP | 6.28% | ÷1.220 | ×0.780 | — | ×1.012 | 4.06% |
Factors used: league row EL. Park (home-season share, regressed): HR 144, 1B 103, 2B 97, 3B 113, K 102, BB 109 — applied at half strength. Age: age 24 vs a level average of 24.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.986.
Result: wOBA .394 → .326; ISO .248 → .182; BABIP .321 → .291. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2017 AAALehigh Valley IronPigs · 254 PAwOBA .295 → .254 (−41)K% 19.7% → 24.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.69% | ÷0.961 | ×1.200 | — | — | 24.57% |
| BB% (unintentional) /PA | 4.72% | ÷1.014 | ×0.690 | — | ×1.048 | 3.37% |
| HBP% /PA | 1.18% | — | ×0.940 | — | ×1.048 | 1.16% |
| Singles /BIP | 13.83% | ÷1.055 | ×0.930 | ×1.021 | ×1.048 | 13.04% |
| Doubles /BIP | 11.17% | ÷0.969 | ×0.830 | ×1.021 | ×1.048 | 10.23% |
| Triples /BIP | 1.06% | ÷1.047 | ×0.970 | ×1.021 | ×1.048 | 1.05% |
| Home runs /BIP | 3.19% | ÷1.043 | ×0.840 | — | ×1.048 | 2.69% |
Factors used: league row IL. Park (home-season share, regressed): HR 109, 1B 111, 2B 94, 3B 109, K 92, BB 103 — applied at half strength. Age: age 24 vs a level average of 27.2 → +4.8% on BB/HBP/hit rates (3.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.021.
Result: wOBA .295 → .254; ISO .181 → .155; BABIP .269 → .250. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2016 AAReading Fightin Phils · 206 PAwOBA .408 → .336 (−72)K% 17.5% → 22.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.48% | ÷0.936 | ×1.220 | — | — | 22.78% |
| BB% (unintentional) /PA | 6.31% | ÷1.042 | ×0.700 | — | ×1.027 | 4.35% |
| HBP% /PA | 1.46% | — | ×0.850 | — | ×1.027 | 1.27% |
| Singles /BIP | 29.61% | ÷1.002 | ×0.970 | ×0.984 | ×1.027 | 28.99% |
| Doubles /BIP | 6.58% | ÷0.998 | ×0.860 | ×0.984 | ×1.027 | 5.73% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.950 | ×0.984 | ×1.027 | 0.00% |
| Home runs /BIP | 6.58% | ÷1.273 | ×0.780 | — | ×1.027 | 4.14% |
Factors used: league row EL. Park (home-season share, regressed): HR 155, 1B 100, 2B 100, 3B 130, K 87, BB 108 — applied at half strength. Age: age 23 vs a level average of 24.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.984.
Result: wOBA .408 → .336; ISO .213 → .142; BABIP .382 → .357. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2016 A+Clearwater Threshers · 153 PAwOBA .339 → .299 (−41)K% 12.4% → 17.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.42% | ÷0.986 | ×1.420 | — | — | 17.89% |
| BB% (unintentional) /PA | 3.27% | ÷1.011 | ×0.750 | — | ×0.998 | 2.42% |
| HBP% /PA | 0.65% | — | ×0.930 | — | ×0.998 | 0.61% |
| Singles /BIP | 20.31% | ÷0.997 | ×0.920 | ×0.996 | ×0.998 | 18.64% |
| Doubles /BIP | 8.59% | ÷0.947 | ×0.960 | ×0.996 | ×0.998 | 8.66% |
| Triples /BIP | 1.56% | ÷0.900 | ×0.810 | ×0.996 | ×0.998 | 1.40% |
| Home runs /BIP | 3.12% | ÷0.964 | ×0.880 | — | ×0.998 | 2.85% |
Factors used: league row FSL. Park (home-season share, regressed): HR 93, 1B 99, 2B 89, 3B 80, K 97, BB 102 — applied at half strength. Age: age 23 vs a level average of 22.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.996.
Result: wOBA .339 → .299; ISO .184 → .165; BABIP .315 → .295. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2015 A+Clearwater Threshers · 529 PAwOBA .298 → .265 (−34)K% 14.4% → 21.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.37% | ÷0.940 | ×1.420 | — | — | 21.70% |
| BB% (unintentional) /PA | 3.97% | ÷0.918 | ×0.750 | — | ×1.012 | 3.28% |
| HBP% /PA | 1.32% | — | ×0.930 | — | ×1.012 | 1.25% |
| Singles /BIP | 21.82% | ÷0.965 | ×0.920 | ×1.025 | ×1.012 | 21.58% |
| Doubles /BIP | 4.32% | ÷0.950 | ×0.960 | ×1.025 | ×1.012 | 4.52% |
| Triples /BIP | 0.96% | ÷0.984 | ×0.810 | ×1.025 | ×1.012 | 0.82% |
| Home runs /BIP | 3.36% | ÷1.117 | ×0.880 | — | ×1.012 | 2.68% |
Factors used: league row FSL. Park (home-season share, regressed): HR 123, 1B 93, 2B 90, 3B 97, K 88, BB 84 — applied at half strength. Age: age 22 vs a level average of 22.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.025.
Result: wOBA .298 → .265; ISO .138 → .112; BABIP .279 → .275. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2014 ALakewood BlueClaws · 544 PAwOBA .311 → .270 (−41)K% 17.5% → 22.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.46% | ÷1.020 | ×1.340 | — | — | 22.94% |
| BB% (unintentional) /PA | 7.35% | ÷0.950 | ×0.660 | — | ×1.015 | 5.18% |
| HBP% /PA | 1.10% | — | ×0.770 | — | ×1.015 | 0.86% |
| Singles /BIP | 25.94% | ÷0.993 | ×0.920 | ×1.013 | ×1.015 | 24.72% |
| Doubles /BIP | 4.53% | ÷0.965 | ×0.820 | ×1.013 | ×1.015 | 3.96% |
| Triples /BIP | 0.76% | ÷1.150 | ×0.940 | ×1.013 | ×1.015 | 0.64% |
| Home runs /BIP | 2.27% | ÷0.911 | ×0.820 | — | ×1.015 | 2.07% |
Factors used: league row SAL. Park (home-season share, regressed): HR 82, 1B 99, 2B 93, 3B 130, K 104, BB 90 — applied at half strength. Age: age 21 vs a level average of 22.0 → +1.5% on BB/HBP/hit rates (1.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.013.
Result: wOBA .311 → .270; ISO .104 → .090; BABIP .317 → .297. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2012 ROKGCL Phillies · 160 PAwOBA .368 → .275 (−93)K% 20.0% → 28.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.00% | ÷1.000 | ×1.440 | — | — | 28.80% |
| BB% (unintentional) /PA | 7.50% | ÷1.000 | ×0.620 | — | ×1.008 | 4.68% |
| HBP% /PA | 4.38% | — | ×0.720 | — | ×1.008 | 3.17% |
| Singles /BIP | 30.56% | ÷1.000 | ×0.820 | ×1.038 | ×1.008 | 26.21% |
| Doubles /BIP | 9.26% | ÷1.000 | ×0.720 | ×1.038 | ×1.008 | 6.97% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.720 | ×1.038 | ×1.008 | 0.00% |
| Home runs /BIP | 1.85% | ÷1.000 | ×0.780 | — | ×1.008 | 1.46% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 19 vs a level average of 19.5 → +0.8% on BB/HBP/hit rates (0.5 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.038.
Result: wOBA .368 → .275; ISO .114 → .082; BABIP .406 → .337. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).